Skip to content
By using Twitter’s services you agree to our Cookies Use. We and our partners operate globally and use cookies, including for analytics, personalisation, and ads.
  • Home Home Home, current page.
  • About

Saved searches

  • Remove
  • In this conversation
    Verified accountProtected Tweets @
Suggested users
  • Verified accountProtected Tweets @
  • Verified accountProtected Tweets @
  • Language: English
    • Bahasa Indonesia
    • Bahasa Melayu
    • Català
    • Čeština
    • Dansk
    • Deutsch
    • English UK
    • Español
    • Filipino
    • Français
    • Hrvatski
    • Italiano
    • Magyar
    • Nederlands
    • Norsk
    • Polski
    • Português
    • Română
    • Slovenčina
    • Suomi
    • Svenska
    • Tiếng Việt
    • Türkçe
    • Ελληνικά
    • Български език
    • Русский
    • Српски
    • Українська мова
    • עִבְרִית
    • العربية
    • فارسی
    • मराठी
    • हिन्दी
    • বাংলা
    • ગુજરાતી
    • தமிழ்
    • ಕನ್ನಡ
    • ภาษาไทย
    • 한국어
    • 日本語
    • 简体中文
    • 繁體中文
  • Have an account? Log in
    Have an account?
    · Forgot password?

    New to Twitter?
    Sign up
fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

Tweets

François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

Tweets

  • © 2021 Twitter
  • About
  • Help Center
  • Terms
  • Privacy policy
  • Cookies
  • Ads info
Dismiss
Previous
Next

Go to a person's profile

Saved searches

  • Remove
  • In this conversation
    Verified accountProtected Tweets @
Suggested users
  • Verified accountProtected Tweets @
  • Verified accountProtected Tweets @

Promote this Tweet

Block

  • Tweet with a location

    You can add location information to your Tweets, such as your city or precise location, from the web and via third-party applications. You always have the option to delete your Tweet location history. Learn more

    Your lists

    Create a new list


    Under 100 characters, optional

    Privacy

    Copy link to Tweet

    Embed this Tweet

    Embed this Video

    Add this Tweet to your website by copying the code below. Learn more

    Add this video to your website by copying the code below. Learn more

    Hmm, there was a problem reaching the server.

    By embedding Twitter content in your website or app, you are agreeing to the Twitter Developer Agreement and Developer Policy.

    Preview

    Why you're seeing this ad

    Log in to Twitter

    · Forgot password?
    Don't have an account? Sign up »

    Sign up for Twitter

    Not on Twitter? Sign up, tune into the things you care about, and get updates as they happen.

    Sign up
    Have an account? Log in »

    Two-way (sending and receiving) short codes:

    Country Code For customers of
    United States 40404 (any)
    Canada 21212 (any)
    United Kingdom 86444 Vodafone, Orange, 3, O2
    Brazil 40404 Nextel, TIM
    Haiti 40404 Digicel, Voila
    Ireland 51210 Vodafone, O2
    India 53000 Bharti Airtel, Videocon, Reliance
    Indonesia 89887 AXIS, 3, Telkomsel, Indosat, XL Axiata
    Italy 4880804 Wind
    3424486444 Vodafone
    » See SMS short codes for other countries

    Confirmation

     

    Welcome home!

    This timeline is where you’ll spend most of your time, getting instant updates about what matters to you.

    Tweets not working for you?

    Hover over the profile pic and click the Following button to unfollow any account.

    Say a lot with a little

    When you see a Tweet you love, tap the heart — it lets the person who wrote it know you shared the love.

    Spread the word

    The fastest way to share someone else’s Tweet with your followers is with a Retweet. Tap the icon to send it instantly.

    Join the conversation

    Add your thoughts about any Tweet with a Reply. Find a topic you’re passionate about, and jump right in.

    Learn the latest

    Get instant insight into what people are talking about now.

    Get more of what you love

    Follow more accounts to get instant updates about topics you care about.

    Find what's happening

    See the latest conversations about any topic instantly.

    Never miss a Moment

    Catch up instantly on the best stories happening as they unfold.

    François Chollet‏Verified account @fchollet 13 Jun 2020

    François Chollet Retweeted Rodney Brooks

    Very young humans are able to use their limited experience and priors to appropriately respond to situations they've never seen before, and even to situations none of their genetic ancestors have seen before (modern environments). That's "developer-aware extreme generalization"https://twitter.com/rodneyabrooks/status/1271828807305986048 …

    François Chollet added,

    Rodney Brooks @rodneyabrooks
    My grandson is turning one year old. Compared to a six year old he is bad at manipulation, but compared to any ML/RL trained AI system he is a dexterity superstar, with a wide variety of strategies and skills he applies to novel situations. He is just a regular human kid.
    10:37 AM - 13 Jun 2020
    • 22 Retweets
    • 163 Likes
    • CLaE Himanshu Rawlani Piyush Bharambe David Jung Daniel Park Kosta Eleftheriou Fiação Cerebral 🧠 mr miagi Paramo
    8 replies 22 retweets 163 likes
      1. François Chollet‏Verified account @fchollet 13 Jun 2020

        There's more to intelligence than brute-forcing the space of everything that may possibly happen -- either via rules or via training data

        7 replies 17 retweets 129 likes
        Show this thread
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. صفر و یک‏ @Thinker_no_pain 13 Jun 2020
        Replying to @fchollet

        That's Transfer learning 😉

        0 replies 0 retweets 2 likes
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. Dominique Beaini‏ @dom_beaini 13 Jun 2020
        Replying to @fchollet

        There's a strong correlation between how long it takes a mammal to reach adulthood and how smart the mammal is. Exploring and playing is much more important than learning from example

        0 replies 0 retweets 0 likes
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. Anton Becker‏ @dr_becker 13 Jun 2020
        Replying to @fchollet

        It's because infants don't have "limited experience", they have millions of years of experience wired into their neural architecture by evolution.

        0 replies 0 retweets 1 like
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. Jordan Medina‏ @jmeds2000 13 Jun 2020
        Replying to @fchollet

        Have you folks ever read up on this work by Roger Shepard? Sounds akin. I've been curious to but haven't had time yet.https://en.m.wikipedia.org/wiki/Universal_law_of_generalization …

        0 replies 0 retweets 0 likes
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. [ object Object ]‏ @lucaswiman 13 Jun 2020
        Replying to @fchollet

        There was a pithy phrase I heard in a talk that’s stuck with me (I think from Peter Norvig). Something like “The goal isn’t to duplicate human ability. We already know how to make more humans; I’ve made two of them.”

        0 replies 0 retweets 1 like
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. Luca Dellanna‏ @DellAnnaLuca 13 Jun 2020
        Replying to @fchollet @StephenPiment

        That's probably because brains - Produce manipulation instructions at multiple stages of processing of the input, not just at the end - Integrate information w/ alternance of compression along learnt dimensions and expansion across unlearnt ones (details http://luca-dellanna.com/wp-content/uploads/2019/01/Techniques-for-the-Emergence-of-Meaning-in-ML.pdf …)

        0 replies 1 retweet 0 likes
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. ShardSystems‏ @ShardSystems 15 Jun 2020
        Replying to @fchollet

        I would argue that you always try to expose a 1 year old to something he can face. Like not leaving him alone on the street where he will perform badlybut giving him a safe space where he can practice its new motor skills. It's like you are adapting the challenge to its skills.

        0 replies 0 retweets 0 likes
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo

    Loading seems to be taking a while.

    Twitter may be over capacity or experiencing a momentary hiccup. Try again or visit Twitter Status for more information.

      Promoted Tweet

      false

      • © 2021 Twitter
      • About
      • Help Center
      • Terms
      • Privacy policy
      • Cookies
      • Ads info